{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# SARSA On-Policy Control\n",
    "\n",
    "We will be using **TD control method of SARSA** on Cliff World environment as given below:  \n",
    "\n",
    "![GridWorld](./images/cliffworld.png \"Cliff World\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### SARSA On-Policy control\n",
    "\n",
    "SARSA control is carried out by sampling step by step and updating Q values at each step. This leads to continuous improvement of ε-greedy policy. The Update equation is given below:\n",
    "\n",
    "$$ Q(S,A) \\leftarrow Q(S,A) + \\alpha \\cdot [ R + \\gamma \\cdot Q(S’,A’) – Q(S,A)] $$\n",
    "\n",
    "In terms of the equation 4.9 given in book this translates to:\n",
    "$$ Q(S_t,A_t) \\leftarrow Q(S_t,A_t) + \\alpha  [ R_{t+1} + \\gamma \\cdot  Q(S_{t+1},A_{t+1}) – Q(S_t,A_t)] $$\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Running in Colab/Kaggle\n",
    "\n",
    "If you are running this on Colab, please uncomment below cells and run this to install required dependencies."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "## uncomment and execute this cell to install all the the dependencies if running in Google Colab or Kaggle\n",
    "# !apt-get update \n",
    "# !apt-get install -y swig cmake ffmpeg freeglut3-dev xvfb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "## Uncomment and execute this cell to install all the the dependencies if running in Google Colab or Kaggle\n",
    "\n",
    "## Uncomment and run for Colab\n",
    "# !git clone https://github.com/nsanghi/drl-2ed\n",
    "# %cd /content/drl-2ed \n",
    "# !pip install  -r requirements.txt\n",
    "# %cd chapter4\n",
    "\n",
    "\n",
    "## Uncomment and run for Kaggle\n",
    "# !git clone https://github.com/nsanghi/drl-2ed\n",
    "# %cd /kaggle/working/drl-2ed \n",
    "# !pip install  -r requirements.txt\n",
    "# %cd chapter4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "## Uncomment and Rerun the cd command in case you were asked to restart the kernel and you followed that message\n",
    "## as after resart the kernel will again point back to root folder\n",
    "\n",
    "\n",
    "## Uncomment and run for Colab\n",
    "# %cd /content/drl-2ed \n",
    "# %cd chapter6\n",
    "\n",
    "\n",
    "## Uncomment and run for Kaggle\n",
    "# %cd /kaggle/working/drl-2ed \n",
    "# %cd chapter6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Initial imports and environment setup\n",
    "import gymnasium as gym\n",
    "import sys\n",
    "import numpy as np\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from stable_baselines3.common.vec_env import VecVideoRecorder, DummyVecEnv\n",
    "from IPython.display import HTML\n",
    "from base64 import b64encode\n",
    "\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### SARSA Agent"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "# SARSA Learning agent class\n",
    "from collections import defaultdict\n",
    "\n",
    "class SARSAAgent:\n",
    "    def __init__(self, alpha, epsilon, gamma, get_possible_actions):\n",
    "        self.get_possible_actions = get_possible_actions\n",
    "        self.alpha = alpha\n",
    "        self.epsilon = epsilon\n",
    "        self.gamma = gamma\n",
    "        self._Q = defaultdict(lambda: defaultdict(lambda: 0))\n",
    "\n",
    "    def get_Q(self, state, action):\n",
    "        return self._Q[state][action]\n",
    "\n",
    "    def set_Q(self, state, action, value):\n",
    "        self._Q[state][action] = value\n",
    "\n",
    "    # carryout SARSA updated based on the sample (S, A, R, S', A')\n",
    "    def update(self, state, action, reward, next_state, next_action, done):\n",
    "        if not done:\n",
    "            td_error = reward + \\\n",
    "                       self.gamma * self.get_Q(next_state, next_action) - \\\n",
    "                       self.get_Q(state, action)\n",
    "        else:\n",
    "            td_error = reward - self.get_Q(state, action)\n",
    "\n",
    "        new_value = self.get_Q(state, action) + self.alpha * td_error\n",
    "        self.set_Q(state, action, new_value)\n",
    "\n",
    "    # get argmax for q(s,a)\n",
    "    def max_action(self, state):\n",
    "        actions = self.get_possible_actions(state)\n",
    "        best_action = []\n",
    "        best_q_value = float(\"-inf\")\n",
    "\n",
    "        for action in actions:\n",
    "            q_s_a = self.get_Q(state, action)\n",
    "            if q_s_a > best_q_value:\n",
    "                best_action = [action]\n",
    "                best_q_value = q_s_a\n",
    "            elif q_s_a == best_q_value:\n",
    "                best_action.append(action)\n",
    "        return np.random.choice(np.array(best_action))\n",
    "\n",
    "    # choose action as per epsilon-greedy policy\n",
    "    def get_action(self, state):\n",
    "        actions = self.get_possible_actions(state)\n",
    "\n",
    "        if len(actions) == 0:\n",
    "            return None\n",
    "\n",
    "        if np.random.random() < self.epsilon:\n",
    "            a = np.random.choice(actions)\n",
    "            return a\n",
    "        else:\n",
    "            a = self.max_action(state)\n",
    "            return a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "# training algorithm\n",
    "def train_agent(env, agent, episode_cnt=10000, tmax=10000, anneal_eps=True):\n",
    "    episode_rewards = []\n",
    "    for i in range(episode_cnt):\n",
    "        G = 0\n",
    "        state, _ = env.reset()\n",
    "        action = agent.get_action(state)\n",
    "        for t in range(tmax):\n",
    "            next_state, reward, terminated, _, _ = env.step(action)\n",
    "            next_action = agent.get_action(next_state)\n",
    "            agent.update(state, action, reward, next_state, next_action, terminated)\n",
    "            G += reward\n",
    "            if terminated:\n",
    "                episode_rewards.append(G)\n",
    "                # to reduce the exploration probability epsilon over the\n",
    "                # training period.\n",
    "                if anneal_eps:\n",
    "                    agent.epsilon = agent.epsilon * 0.99\n",
    "                break\n",
    "            state = next_state\n",
    "            action = next_action\n",
    "    return np.array(episode_rewards)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "# plot rewards\n",
    "def plot_rewards(env_name, rewards, label):\n",
    "    plt.title(\"env={}, Mean reward = {:.1f}\".format(env_name,\n",
    "                                                    np.mean(rewards[-20:])))\n",
    "    plt.plot(rewards, label=label)\n",
    "    plt.grid()\n",
    "    plt.legend()\n",
    "    plt.ylim(-300, 0)\n",
    "    plt.xlabel(\"Episode number\")\n",
    "    plt.ylabel(\"Return per episode\")\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "# helper function to print policy under Cliff world\n",
    "def print_policy(env, agent):\n",
    "\n",
    "    _cliff = np.zeros(env.shape, dtype=bool)\n",
    "    _cliff[3, 1:-1] = True    \n",
    "    nR, nC = _cliff.shape\n",
    "\n",
    "    actions = '^>v<'\n",
    "    print(\"Policy learnt by Agent\\n\")    \n",
    "\n",
    "    for y in range(nR):\n",
    "        for x in range(nC):\n",
    "            if _cliff[y, x]:\n",
    "                print(\" C \", end='')\n",
    "            elif (y * nC + x) == env.start_state_index:\n",
    "                print(\" X \", end='')\n",
    "            elif (y * nC + x) == nR * nC - 1:\n",
    "                print(\" T \", end='')\n",
    "            else:\n",
    "                print(\" %s \" %\n",
    "                      actions[agent.max_action(y * nC + x)], end='')\n",
    "        print()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Helper function to record videos\n",
    "def record_video(env_id, video_folder, video_length, agent):\n",
    "\n",
    "    vec_env = DummyVecEnv([lambda: gym.make(env_id, render_mode=\"rgb_array\")])    \n",
    "    # Record the video starting at the first step\n",
    "    vec_env = VecVideoRecorder(vec_env, video_folder,\n",
    "                           record_video_trigger=lambda x: x == 0, video_length=video_length,\n",
    "                           name_prefix=f\"{type(agent).__name__}-{env_id}\")\n",
    "\n",
    "    obs = vec_env.reset()    \n",
    "    for _ in range(video_length + 1):\n",
    "        action = agent.max_action(obs[0])\n",
    "        obs, _, _, _ = vec_env.step([action])\n",
    "    # video filename\n",
    "    file_path = \"./\"+video_folder+vec_env.video_recorder.path.split(\"/\")[-1]   \n",
    "    # Save the video\n",
    "    vec_env.close()\n",
    "    return file_path"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Cliff Walking SARSA\n",
    "\n",
    "#### Create SARSA Agent for Cliff world environment and train agent"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "# create cliff world environment\n",
    "env = gym.make(\"CliffWalking-v0\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "# create a SARSA agent\n",
    "agent = SARSAAgent(\n",
    "            alpha=0.20,\n",
    "            epsilon=0.5,\n",
    "            gamma=0.99,\n",
    "            get_possible_actions=lambda s : range(env.nA)\n",
    "        )\n",
    "\n",
    "#train agent and get rewards for episodes\n",
    "rewards = train_agent(env, agent, episode_cnt = 1000)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Plot Rewards"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot rewards\n",
    "plot_rewards(\"Cliff World\",rewards, 'SARSA')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Print Policy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Policy learnt by Agent\n",
      "\n",
      " >  >  >  >  >  >  >  >  >  >  v  v \n",
      " ^  ^  >  >  >  >  >  >  >  >  >  v \n",
      " ^  ^  <  ^  ^  ^  >  >  ^  >  >  v \n",
      " X  C  C  C  C  C  C  C  C  C  C  T \n"
     ]
    }
   ],
   "source": [
    "# print policy\n",
    "print_policy(env, agent)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Watch trained agent"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saving video to /home/nsanghi/sandbox/apress/drl-2ed/chapter4/logs/videos/SARSAAgent-CliffWalking-v0-step-0-to-step-50.mp4\n",
      "Moviepy - Building video /home/nsanghi/sandbox/apress/drl-2ed/chapter4/logs/videos/SARSAAgent-CliffWalking-v0-step-0-to-step-50.mp4.\n",
      "Moviepy - Writing video /home/nsanghi/sandbox/apress/drl-2ed/chapter4/logs/videos/SARSAAgent-CliffWalking-v0-step-0-to-step-50.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "                                                                                                                        "
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready /home/nsanghi/sandbox/apress/drl-2ed/chapter4/logs/videos/SARSAAgent-CliffWalking-v0-step-0-to-step-50.mp4\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r"
     ]
    }
   ],
   "source": [
    "env_id = \"CliffWalking-v0\"\n",
    "video_folder = \"logs/videos/\"\n",
    "video_length = 50\n",
    "               \n",
    "video_file = record_video(env_id, video_folder, video_length, agent)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<video width=400 controls>\n",
       "      <source 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type=\"video/mp4\">\n",
       "</video>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mp4 = open(video_file, 'rb').read()\n",
    "data_url = \"data:video/mp4;base64,\" + b64encode(mp4).decode()\n",
    "HTML(\"\"\"\n",
    "<video width=400 controls>\n",
    "      <source src=\"%s\" type=\"video/mp4\">\n",
    "</video>\n",
    "\"\"\" % data_url)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## SARSA On-Policy for \"Taxi\" environment \n",
    "\n",
    "Let us now repeat all the above steps for another environment\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Create SARSA Agent for Taxi enviroment and train agent"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "# create taxi environment\n",
    "env = gym.make(\"Taxi-v3\")\n",
    "\n",
    "# create a SARSA agent\n",
    "agent = SARSAAgent(\n",
    "            alpha=0.25, \n",
    "            epsilon=0.2, \n",
    "            gamma=0.99, \n",
    "            get_possible_actions=lambda s : range(env.action_space.n)\n",
    "        )\n",
    "\n",
    "#train agent and get rewards for episodes\n",
    "rewards = train_agent(env, agent, episode_cnt = 5000)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Plot Rewards"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#plot reward graph\n",
    "plot_rewards(\"Taxi\", rewards, 'SARSA')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Watch Trained Agent"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saving video to /home/nsanghi/sandbox/apress/drl-2ed/chapter4/logs/videos/SARSAAgent-Taxi-v3-step-0-to-step-200.mp4\n",
      "Moviepy - Building video /home/nsanghi/sandbox/apress/drl-2ed/chapter4/logs/videos/SARSAAgent-Taxi-v3-step-0-to-step-200.mp4.\n",
      "Moviepy - Writing video /home/nsanghi/sandbox/apress/drl-2ed/chapter4/logs/videos/SARSAAgent-Taxi-v3-step-0-to-step-200.mp4\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "                                                                                                                        \r"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moviepy - Done !\n",
      "Moviepy - video ready /home/nsanghi/sandbox/apress/drl-2ed/chapter4/logs/videos/SARSAAgent-Taxi-v3-step-0-to-step-200.mp4\n"
     ]
    }
   ],
   "source": [
    "env_id = \"Taxi-v3\"\n",
    "video_folder = \"logs/videos/\"\n",
    "video_length = 200\n",
    "               \n",
    "video_file = record_video(env_id, video_folder, video_length, agent)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<video width=400 controls>\n",
       "      <source 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type=\"video/mp4\">\n",
       "</video>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mp4 = open(video_file, 'rb').read()\n",
    "data_url = \"data:video/mp4;base64,\" + b64encode(mp4).decode()\n",
    "HTML(\"\"\"\n",
    "<video width=400 controls>\n",
    "      <source src=\"%s\" type=\"video/mp4\">\n",
    "</video>\n",
    "\"\"\" % data_url)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Conclusion\n",
    "\n",
    "We see that SARSA agent learns the optimal policy by end of 500 episodes of training. The policy learnt is to avoid the cliff by first going all the way up and then taking a right turn to walk towards the goal. This is surprising as we would have expected the agent to learn the policy to skirt over the cliff and reach goal which would have been the shortest path, a path shorter by 4 steps as compared to the one learnt by agent. \n",
    "\n",
    "However, as our policy continues to explore using ε-greedy, there is always a small chance that agent when next to a cliff cell, takes a random action and falls into the cliff. It demonstrates the issue of continued exploration even when enough has been learnt about the environment i.e. when same ε-greedy policy is used for sampling as well for improvement. "
   ]
  }
 ],
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